Top Big Data Companies With Best Stability & Growth (2,235)

Strong Revenue Growth: Clearing-fee revenue is reported at $712.9M in 2025, up about 49% from 2024, supported by record contract volumes. Mid-2026 data shows options activity up 45% year over year in June with year-to-date ADV up about 24%, reinforcing the expansion.

Strong Market Position & Advantage: Being the sole clearer of U.S.-listed options places the organization at the center of record market activity, with about 15.26B total contracts cleared in 2025. Large risk resources—$393B of margin and a $21.9B clearing fund—underscore scale and capacity.

Market Expansion: Services expanded in May 2026 to include MIAX Futures, bringing coverage to 21 exchanges and trading platforms. ETF and index options strength alongside the added venue broadens the footprint.

Profitability: Full-year 2026 guidance was raised again after Q2, with higher adjusted EBIT and EPS ranges and results beating expectations, signaling stronger-than-planned earnings. Resilient U.S. demand and strong pricing in pickups and SUVs are cited as key profit engines supporting this momentum.

Diversified Revenue Streams: Growing subscription businesses such as OnStar and Super Cruise and rising deferred revenue from connected services are contributing higher-margin, recurring growth. Management highlights these services as additive to the core vehicle economics.

Strong Market Position & Advantage: U.S. market leadership in 2025, including dominance in full-size pickups and SUVs, reinforced scale and pricing benefits heading into 2026. This positioning helps underpin profitability even as unit trends fluctuate.

Strong Revenue Growth: Net revenue increased in fiscal 2025 and continued to rise in early 2026, with management characterizing the start of the year as solid and reaffirming the full‑year outlook. This points to ongoing top‑line momentum despite a normalizing environment.

Strong Market Position & Advantage: The company reports a clear global leadership position in biscuits and a top‑tier position in chocolate, underpinned by iconic brands across many countries. Such scale and category strength support steady demand and pricing resilience through input‑cost volatility.

Future-Ready Strategy: Management reiterates a long‑term growth algorithm for organic revenue and EPS and has sharpened focus on core snacks through portfolio actions like the gum divestiture. This signals a durable strategic frame aimed at resilient, sustainable expansion beyond near‑term swings.

Strong Hiring & Retention: Headcount is depicted rising from roughly 1,428 in 2023 to about 1,597 by 2026, with additions in engineering and sales/marketing that typically track with revenue expansion.

Product Line Growth: In 2026 the company launched rtb.com, a self‑service performance platform for SMBs, expanding beyond its historically managed‑service DSP model and opening a broader customer segment.

Market Expansion: Corporate profiles indicate operations in 90+ markets with 30+ offices, signaling sustained geographic scale and demand across regions.

Investor Backing & Capital Strength: Investor backing is described as robust, including $125M in financing from Vista Credit Partners (2023) and a majority stake by Nordic Capital (2025) to fund product, hiring, and partnerships. These moves are presented as enabling continued expansion and R&D.

Innovation-Driven Growth: Product momentum is evident through a next‑generation lakehouse data platform launched in February 2024 and subsequent AI‑enabled solutions for interoperability, network modeling, and precision medicine (2024–2026). CareJourney‑infused capabilities and an active platform roadmap signal an innovation‑led path to growth.

Market Expansion: Market reach appears to be widening, with more than 2.25 million additional value‑based lives, an ecosystem exceeding 170 million clinical patient records, and hundreds of provider, payer, government, and life sciences customers cited. Entry into life sciences via data marketplace listings further broadens addressable demand.

Strong Revenue Growth: Full-year 2025 revenue increased mid- to high‑single digits (about 7–8% with roughly 8% organic), and Q1 2026 reported revenue rose 10.8% with 7.6% organic growth. Disclosures point to contributions from Morningstar Credit, the Morningstar Direct Platform, PitchBook, and Morningstar Retirement.

Profitability: Operating income expanded sharply in Q1 2026 (+36.6%) alongside a 50% increase in diluted EPS, following higher operating and adjusted operating income in 2025. These results indicate operating leverage continuing into 2026.

Cost & Operational Efficiency: Headcount was essentially flat from 2023 to 2026 while revenue and margins improved, implying productivity and pricing/mix as key growth drivers. Targeted reorganizations cited in filings supported margin expansion and focus.

Strong Revenue Growth: Revenue is described as having surged in 2020 and 2021 and continued to rise into 2024, indicating a consistent upward trajectory since launch. Recent estimates and ongoing customer additions support continued scaling into 2025–2026.

Investor Backing & Capital Strength: The company has secured substantial funding totaling about $114.5M, including a major Series C in 2022 led by Accel, Insight Partners, and Tiger Global. This capital base has underpinned multi‑year product and go‑to‑market expansion without frequent new rounds.

Innovation-Driven Growth: Product momentum includes AI-focused releases such as the AI Impact Dashboard (2024) and a smarter Jellyfish Assistant (March 2026), alongside availability on AWS Marketplace. These launches and partnerships position the company to capture demand around measuring and improving AI-driven engineering.

Strong Revenue Growth: Company filings and industry coverage indicate revenue rose markedly in 2025 versus 2024 and increased further in early 2026, signaling accelerating top-line momentum.

Profitability: Q1 2026 results included positive net income alongside strong adjusted EBITDA margins, pointing to improving operating leverage.

Innovation-Driven Growth: Cortex AI upgrades and related product enhancements are credited with leading Core Advertising expansion and faster optimization, alongside gains in demand-side customers and SDK footprint.

Strong Revenue Growth: Revenue is rising year over year in 2025 and Q1 2026, and full‑year 2026 guidance was raised above prior actuals after results exceeded the high end of guidance. Momentum is described as supported by the Yahoo ramp and newer performance offerings such as Realize.

Profitability: Net income turned positive for 2025 and Q1 2026 alongside solid adjusted EBITDA and growing free cash flow. These results indicate improving earnings quality while the business scales.

Strategic Partnerships: A 30‑year exclusive native‑ads agreement with Yahoo has been ramping and is framed as a major, long‑term revenue opportunity and driver of ex‑TAC growth. Additional distribution and product initiatives further extend reach across premium publishers and devices.

Strong Revenue Growth: Revenue is reported at about $1.27B for 2025 (~80–83% YoY), with Q4 2025 at $367.2M (+83% YoY) and Q1 2026 at $348.1M (+36% YoY); full‑year 2026 is guided to $1.59–$1.60B (~25% growth). Segment data show Diagnostics up 34.7% and Data & Applications up 40.5% YoY in Q1 2026.

Strategic Partnerships: Record total contract value exceeding $1.1B and multi‑year collaborations with AstraZeneca, Merck, Gilead, and Bristol Myers Squibb are highlighted. These arrangements support growth in data/software lines and add forward revenue visibility.

Product Line Growth: MRD testing reached ~6,500 in Q1 2026 (up ~500% YoY), and acquisitions of Ambry Genetics, Paige.AI, and Deep 6 AI broaden testing and AI capabilities. Management points to horizontal integration and cross‑selling (e.g., with Ambry) as contributors to expected growth.

Innovation-Driven Growth: Multiple AI-first launches — including the Intelligent Control Tower (January 2025) and an agentic ocean booking platform (May 2026), with continued AI feature rollouts into 2026 — point to sustained product velocity beyond core visibility. This cadence signals ongoing investment in automation and orchestration capabilities.

Strategic Partnerships: Alliances with FedEx and Chorus, along with an APAC push supported by Mitsui/MKI, expand data access, distribution, and regional reach. Regular product and customer updates through the press channel indicate continued ecosystem momentum.

Strong Market Position & Advantage: Leader placement in Gartner’s 2024 RTTVP Magic Quadrant and marketing claims of processing roughly 3.2 million shipments per day across 200+ countries underscore significant network scale. Multimodal coverage and visible category presence suggest durable competitive positioning.

Investor Backing & Capital Strength: A majority investment from Vista Equity Partners at approximately $3 billion (Oct 2025), followed by a $750 million private credit financing in March 2026, signals substantial external support and resources for scaling. Materials from a prior lead investor also reference ARR more than tripling since 2021 and the business scaling to profitability, reinforcing perceived financial durability.

Strong Market Position & Advantage: Consecutive Leader placements in Gartner’s Magic Quadrant for Digital Employee Experience Management Tools through 2026 (reported as a third straight year) and a 2024 Forrester Wave Leader position indicate competitive strength in a still‑maturing category. This sustained analyst recognition underscores durable positioning with large enterprises.

Innovation-Driven Growth: Since launching the Infinity platform in 2022, the company added AI Drive (Sept 2025) and Spark (Jan 2026), a personal IT agent, consistent with an expanding, AI‑forward platform strategy. The January 2024 acquisition of AppLearn further broadened capabilities into digital adoption.

Strong Revenue Growth: ARR is described as more than tripling in 2025, with recurring subscription and services revenue up over 220% year over year. Announcements in early 2026 attribute this surge to expanding adoption among private‑equity sponsors and portfolio companies.

Product Line Growth: The company has introduced and expanded offerings such as an AI‑powered Pricing Suite and healthcare‑focused Astradis capabilities, alongside fresh product and solution pages in 2026. This cadence signals continued investment in its decision‑intelligence platform.

Market Expansion: The footprint has widened with new or expanded offices in Bengaluru, Dallas, New York, and Toronto, plus a larger Chicago space, while sponsor relationships reportedly doubled to extend reach across hundreds of billions in AUM. Public materials emphasize a growing base among PE sponsors and portfolio companies.

Investor Backing & Capital Strength: A $70M Series C announced on May 28, 2025 with participation from firms like Sequoia, a16z, Redpoint, and Snowflake Ventures suggests strong investor conviction and runway. Private‑market trackers indicating a roughly $620M post‑money estimate reinforce available capital for scaling.

Innovation-Driven Growth: Public changelogs and site updates highlight steady 2025–2026 releases across AI agents, embedded analytics, and “Magic” capabilities. This cadence points to continued R&D investment and expanding platform breadth.

Strategic Partnerships: Visibility with major ecosystems—such as a Snowflake Partner Award mention and participation at Databricks Data + AI Summit—indicates traction with key data platforms. These signals act as proxies for go‑to‑market momentum within those channels.

Profitability: Margins and adjusted EBITDA are improving year over year, with a recent quarter achieving GAAP profitability alongside higher gross profit. Management also indicates continued margin expansion into 2026.

Product Line Growth: Multi-product adoption is rising, and newer offerings such as ACH fraud intelligence, identity data tools, and ARIA are contributing a larger share of the business. This broadened mix complements the core Chargeback Guarantee product.

Market Expansion: New wins across regions and verticals, together with partnerships (for example, Radial, Outpayce from Amadeus, and SB Payment Service), are extending reach and pipeline. Momentum outside the U.S. and in categories like Money Transfer & Payments is specifically highlighted.

Profitability: Optum generated $4.0B in operating earnings in Q2 2026 with about 160 bps year‑over‑year margin expansion, and the parent raised its 2026 adjusted EPS outlook. Operating earnings also improved at Optum Insight and Optum Rx, signaling firming margin and earnings momentum.

Cost & Operational Efficiency: Operational improvements at Optum Insight and Optum Rx’s shift toward more transparent, fee‑based pricing supported better segment profitability. Margin expansion at the Optum level despite pockets of revenue softness indicates execution on efficiency initiatives.

Innovation-Driven Growth: Optum Insight introduced new AI‑enabled offerings, and Optum closed the Alegeus acquisition to expand consumer‑directed benefits capabilities. Model changes at Optum Rx toward transparent pricing further reflect product and business model innovation.

Strong Hiring & Retention: Headcount in Hyderabad scaled from 300+ in 2021 to about 1,700 by December 2023, with a later certification listing of 2,103 for 2025–2026 and ongoing openings on the careers site. Workplace recognitions such as recurring Great Place to Work certifications align with sustained hiring and retention efforts.

Investor Backing & Capital Strength: Investment commitments of over ₹1,000 crore for the Hyderabad GCC and the backing of a Fortune 500, top‑rated U.S. parent with strong 2025 results indicate robust financial support. This context suggests capacity to continue funding scale‑up and infrastructure expansion.

Innovation-Driven Growth: The center’s scope has expanded from technology into areas like quality assurance, global procurement, insurance and wealth operations, and legal, risk, and compliance, alongside capabilities in data science, AI & ML. This broadening of high‑value functions supports growth driven by innovation and digital transformation priorities.

Profitability: For FY2024 the company reported it remained profitable and cash‑flow positive while scaling revenue, indicating earnings strength alongside expansion. Feedback suggests this profitability has been maintained even as operations and customer activity increased.

Strong Revenue Growth: Disclosures point to solid top‑line expansion in FY2024 and ongoing growth in recurring revenue, supported by larger enterprise deals including a multi‑year contract win. These signals indicate durable momentum rather than a one‑off spike.

Investor Backing & Capital Strength: A 2024 majority investment led by a prominent private‑equity firm valued the company at a unicorn level, signaling confidence in future performance. The added capital aligns with plans to accelerate product and go‑to‑market expansion.

Investor Backing & Capital Strength: A $50M Series B in June 2025 led by TELUS Global Ventures, with participation from existing investors, lifted total disclosed funding to about $72M—signaling strong capital support. The raise is described as fueling product investment and expansion across North America, Europe, and APAC.

Strong Market Position & Advantage: Enterprise adoption signals point to active use by major CPGs such as Kraft Heinz, Mars, and Campbell’s, with public case studies indicating embedded workflows in large accounts. Media coverage around the 2025 raise and subsequent stories further underline traction with blue‑chip brands.

Market Expansion: Stated plans tie new capital to scaling in North America and Europe and pushing into APAC, building on earlier entries into Canada, Australia, Germany, France, and India. Ongoing events and updated materials on the site suggest continued geographic go‑to‑market momentum into 2026.

Cost & Operational Efficiency: Adjusted gross profit increased modestly and margins expanded significantly year over year, indicating better monetization per unit of traffic. The company’s reset, including reduced marketing in search monetization, appears aimed at sustaining these efficiency gains.

Product Line Growth: Key properties such as Startpage and MapQuest show strong engagement and, in MapQuest’s case, site‑wide revenue growth. New product launches and AI‑enabled tools across properties support continued traction at the product level.

Investor Backing & Capital Strength: A May 2026 debt‑exchange reduced total debt by over $160M and extended major maturities to 2031. This transaction eases near‑term pressure and improves financial flexibility to execute the turnaround.